Dmytro Mishkin

Systematic evaluation of convolution neural network advances on the Imagenet

Dmytro Mishkin, Nikolay Sergievskiy · Computer Vision and Image Understanding · 2017 · 301 citations · Full text

Data Augmentation, Convolutional Neural Network, Machine Vision +11

Working hard to know your neighbor's margins: Local descriptor learning loss

Anastasiya Mishchuk, Dmytro Mishkin, Filip Radenović · arXiv (Cornell University) · 2017 · 298 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +18

Working hard to know your neighbor's margins: Local descriptor learning loss

Anastasiia Mishchuk, Dmytro Mishkin, Filip Radenović et al. · Neural Information Processing Systems · 2017 · 208 citations

Geometric Learning, Convolutional Neural Network, Engineering +18

All you need is a good init

Dmytro Mishkin · arXiv (Cornell University) · 2015 · 206 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +17

MODS: Fast and robust method for two-view matching

Dmytro Mishkin, Michal Perďoch · Computer Vision and Image Understanding · 2015 · 156 citations · Full text

Robust Method, Machine Vision, Image Analysis +8